llama-ai-detect-v3-test-vastai

mekjr1/llama-ai-detect-v3-test-vastai

llama-ai-detect-v3-test-vastai is a machine learning model from mekjr1. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: peft
License: llama3
Access: Public
Created: Oct 28, 2024
Updated: Oct 28, 2024
SHA: a0f56e87

Base models

meta-llama/Meta-Llama-3-8B

Model card

From the Hugging Face model README

llama-ai-detect-v3-test-vastai

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7499
Accuracy: 0.7
Precision: 0.7143
Recall: 0.8333
F1: 0.7692

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0001
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
No log	1.0	1	1.0919	0.6	0.6667	0.6667	0.6667
No log	2.0	2	0.9340	0.7	0.7143	0.8333	0.7692
No log	3.0	3	0.8300	0.7	0.7143	0.8333	0.7692
No log	4.0	4	0.7732	0.7	0.7143	0.8333	0.7692
No log	5.0	5	0.7499	0.7	0.7143	0.8333	0.7692

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Oct 28, 2024
Updated: Oct 28, 2024